Never more than you can afford to lose. That being said, personally i found it helpful to start with a smaller amount to get some skin in the game, so to speak. It really added a new level of motivation to learn everything.

Study, learn about the tech behind the coins you're considering, meet the communities that develop and use the coins you're considering. Learn how to store your coins offline and then do it.